The air in the hallway felt heavy with unspoken tension. I opened the door to find Mr. Peterson, clutching his chest like a drama queen. "The…the infernal racket!" he sputtered, his voice cracking. "It's a disgrace!"

I let out a sigh, the sound barely audible. I nodded, feigning a placid interest. "I'll see what I can do," I murmured, my gaze drifting past him to the perfectly manicured lawn across the street.

As the door clicked shut behind me, the thought of what I’d "see about" drifted off to other things. I returned to my guitar. It was a beautiful piece, and the music it made was beautiful, too.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242